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--- |
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license: cc-by-4.0 |
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configs: |
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- config_name: raw_complete_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/raw/*-data.csv" |
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features: &id001 |
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- name: datetime |
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dtype: string |
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type: timestamp |
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- name: iob |
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dtype: float32 |
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- name: cob |
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dtype: float32 |
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- name: ig |
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dtype: float32 |
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- config_name: raw_complete_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/raw/*-labels.csv" |
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features: &id002 |
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- name: id |
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dtype: int32 |
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- name: start idx |
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dtype: int32 |
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- name: end idx |
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dtype: int32 |
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- name: length |
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dtype: int32 |
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- name: cluster_id |
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dtype: int32 |
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- name: correlation to model |
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dtype: string |
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- name: correlation achieved |
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dtype: string |
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- name: correlation achieved with tolerance |
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dtype: string |
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- name: MAE |
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dtype: float32 |
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- name: relaxed MAE |
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dtype: float32 |
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- config_name: raw_partial_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/raw/*-data.csv" |
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features: *id001 |
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- config_name: raw_partial_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/raw/*-labels.csv" |
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features: *id002 |
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- config_name: raw_sparse_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/raw/*-data.csv" |
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features: *id001 |
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- config_name: raw_sparse_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/raw/*-labels.csv" |
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features: *id002 |
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- config_name: correlated_complete_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/normal/*-data.csv" |
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features: *id001 |
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- config_name: correlated_complete_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/normal/*-labels.csv" |
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features: *id002 |
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- config_name: correlated_partial_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/normal/*-data.csv" |
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features: *id001 |
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- config_name: correlated_partial_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/normal/*-labels.csv" |
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features: *id002 |
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- config_name: correlated_sparse_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/normal/*-data.csv" |
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features: *id001 |
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- config_name: correlated_sparse_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/normal/*-labels.csv" |
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features: *id002 |
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- config_name: nonnormal_complete_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/non_normal/*-data.csv" |
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features: *id001 |
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- config_name: nonnormal_complete_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/non_normal/*-labels.csv" |
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features: *id002 |
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- config_name: nonnormal_partial_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/non_normal/*-data.csv" |
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features: *id001 |
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- config_name: nonnormal_partial_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/non_normal/*-labels.csv" |
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features: *id002 |
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- config_name: nonnormal_sparse_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/non_normal/*-data.csv" |
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features: *id001 |
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- config_name: nonnormal_sparse_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/non_normal/*-labels.csv" |
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features: *id002 |
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- config_name: downsampled_complete_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/resampled_1min/*-data.csv" |
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features: *id001 |
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- config_name: downsampled_complete_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/resampled_1min/*-labels.csv" |
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features: *id002 |
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- config_name: downsampled_partial_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/resampled_1min/*-data.csv" |
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features: *id001 |
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- config_name: downsampled_partial_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p30/resampled_1min/*-labels.csv" |
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features: *id002 |
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- config_name: downsampled_sparse_data |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/resampled_1min/*-data.csv" |
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features: *id001 |
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- config_name: downsampled_sparse_labels |
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data_files: |
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- split: exploratory |
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path: "exploratory/irregular_p90/resampled_1min/*-labels.csv" |
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features: *id002 |
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- config_name: raw_complete_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/raw/*-data.csv" |
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features: *id001 |
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- config_name: raw_complete_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/raw/*-labels.csv" |
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features: *id002 |
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- config_name: raw_partial_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p30/raw/*-data.csv" |
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features: *id001 |
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- config_name: raw_partial_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p30/raw/*-labels.csv" |
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features: *id002 |
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- config_name: raw_sparse_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/raw/*-data.csv" |
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features: *id001 |
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- config_name: raw_sparse_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/raw/*-labels.csv" |
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features: *id002 |
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- config_name: correlated_complete_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/normal/*-data.csv" |
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features: *id001 |
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- config_name: correlated_complete_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/normal/*-labels.csv" |
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features: *id002 |
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- config_name: correlated_partial_data |
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data_files: |
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|
- split: confirmatory |
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path: "confirmatory/irregular_p30/normal/*-data.csv" |
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features: *id001 |
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- config_name: correlated_partial_labels |
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data_files: |
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|
- split: confirmatory |
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path: "confirmatory/irregular_p30/normal/*-labels.csv" |
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features: *id002 |
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- config_name: correlated_sparse_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/normal/*-data.csv" |
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features: *id001 |
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- config_name: correlated_sparse_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/normal/*-labels.csv" |
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features: *id002 |
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- config_name: nonnormal_complete_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/non_normal/*-data.csv" |
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features: *id001 |
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- config_name: nonnormal_complete_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/non_normal/*-labels.csv" |
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features: *id002 |
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- config_name: nonnormal_partial_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p30/non_normal/*-data.csv" |
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features: *id001 |
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- config_name: nonnormal_partial_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p30/non_normal/*-labels.csv" |
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features: *id002 |
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- config_name: nonnormal_sparse_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/non_normal/*-data.csv" |
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features: *id001 |
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- config_name: nonnormal_sparse_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/non_normal/*-labels.csv" |
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features: *id002 |
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- config_name: downsampled_complete_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/resampled_1min/*-data.csv" |
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features: *id001 |
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- config_name: downsampled_complete_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/resampled_1min/*-labels.csv" |
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features: *id002 |
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- config_name: downsampled_partial_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p30/resampled_1min/*-data.csv" |
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features: *id001 |
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- config_name: downsampled_partial_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p30/resampled_1min/*-labels.csv" |
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features: *id002 |
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- config_name: downsampled_sparse_data |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/resampled_1min/*-data.csv" |
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features: *id001 |
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- config_name: downsampled_sparse_labels |
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data_files: |
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- split: confirmatory |
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path: "confirmatory/irregular_p90/resampled_1min/*-labels.csv" |
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features: *id002 |
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--- |
